Update README.md
Browse files
README.md
CHANGED
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@@ -34,7 +34,379 @@ print(model.predict([sentence], tokenizer))
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Output:
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```json
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```
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Output:
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```json
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+
[
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+
{
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+
"text": "ืืฉื ืช 1948 ืืฉืืื ืืคืจืื ืงืืฉืื ืืช ืืืืืืื ืืคืืกืื ืืชืืช ืืืชืืืืืช ืืืื ืืช ืืืื ืืคืจืกื ืืืืจืื ืืืืืจืืกืืืื",
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+
"tokens": [
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+
{
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"token": "ืืฉื ืช",
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+
"syntax": {
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+
"word": "ืืฉื ืช",
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| 45 |
+
"dep_head_idx": 2,
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+
"dep_func": "obl",
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+
"dep_head": "ืืฉืืื"
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+
},
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"seg": [
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"ื",
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"ืฉื ืช"
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+
],
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"lex": "ืฉื ื",
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| 54 |
+
"morph": {
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"token": "ืืฉื ืช",
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| 56 |
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"pos": "NOUN",
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+
"feats": {
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+
"Gender": "Fem",
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+
"Number": "Sing"
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| 60 |
+
},
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| 61 |
+
"prefixes": [
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| 62 |
+
"ADP"
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| 63 |
+
],
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| 64 |
+
"suffix": false
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| 65 |
+
}
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| 66 |
+
},
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| 67 |
+
{
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"token": "1948",
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"syntax": {
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"word": "1948",
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| 71 |
+
"dep_head_idx": 0,
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| 72 |
+
"dep_func": "compound",
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| 73 |
+
"dep_head": "ืืฉื ืช"
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+
},
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| 75 |
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"seg": [
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| 76 |
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"1948"
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| 77 |
+
],
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+
"lex": "1948",
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| 79 |
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"morph": {
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| 80 |
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"token": "1948",
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| 81 |
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"pos": "NUM",
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| 82 |
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"feats": {},
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| 83 |
+
"prefixes": [],
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| 84 |
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"suffix": false
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| 85 |
+
}
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| 86 |
+
},
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| 87 |
+
{
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| 88 |
+
"token": "ืืฉืืื",
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| 89 |
+
"syntax": {
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| 90 |
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"word": "ืืฉืืื",
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| 91 |
+
"dep_head_idx": -1,
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| 92 |
+
"dep_func": "root",
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| 93 |
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"dep_head": "ืืืืืจืืกืืืื"
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| 94 |
+
},
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| 95 |
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"seg": [
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| 96 |
+
"ืืฉืืื"
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| 97 |
+
],
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| 98 |
+
"lex": "ืืฉืืื",
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| 99 |
+
"morph": {
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| 100 |
+
"token": "ืืฉืืื",
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| 101 |
+
"pos": "VERB",
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| 102 |
+
"feats": {
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| 103 |
+
"Gender": "Masc",
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| 104 |
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"Number": "Sing",
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| 105 |
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"Person": "3",
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| 106 |
+
"Tense": "Past"
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| 107 |
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},
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| 108 |
+
"prefixes": [],
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| 109 |
+
"suffix": false
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| 110 |
+
}
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| 111 |
+
},
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| 112 |
+
{
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| 113 |
+
"token": "ืืคืจืื",
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| 114 |
+
"syntax": {
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| 115 |
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"word": "ืืคืจืื",
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| 116 |
+
"dep_head_idx": 2,
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| 117 |
+
"dep_func": "nsubj",
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| 118 |
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"dep_head": "ืืฉืืื"
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| 119 |
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},
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| 120 |
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"seg": [
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| 121 |
+
"ืืคืจืื"
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| 122 |
+
],
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| 123 |
+
"lex": "ืืคืจืื",
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| 124 |
+
"morph": {
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| 125 |
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"token": "ืืคืจืื",
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| 126 |
+
"pos": "PROPN",
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| 127 |
+
"feats": {},
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| 128 |
+
"prefixes": [],
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| 129 |
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"suffix": false
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| 130 |
+
}
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| 131 |
+
},
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| 132 |
+
{
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| 133 |
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"token": "ืงืืฉืื",
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| 134 |
+
"syntax": {
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| 135 |
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"word": "ืงืืฉืื",
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| 136 |
+
"dep_head_idx": 3,
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| 137 |
+
"dep_func": "flat",
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| 138 |
+
"dep_head": "ืืคืจืื"
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| 139 |
+
},
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| 140 |
+
"seg": [
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| 141 |
+
"ืงืืฉืื"
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| 142 |
+
],
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| 143 |
+
"lex": "ืงืืฉืื",
|
| 144 |
+
"morph": {
|
| 145 |
+
"token": "ืงืืฉืื",
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| 146 |
+
"pos": "PROPN",
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| 147 |
+
"feats": {},
|
| 148 |
+
"prefixes": [],
|
| 149 |
+
"suffix": false
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| 150 |
+
}
|
| 151 |
+
},
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| 152 |
+
{
|
| 153 |
+
"token": "ืืช",
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| 154 |
+
"syntax": {
|
| 155 |
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"word": "ืืช",
|
| 156 |
+
"dep_head_idx": 6,
|
| 157 |
+
"dep_func": "case",
|
| 158 |
+
"dep_head": "ืืืืืืื"
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| 159 |
+
},
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| 160 |
+
"seg": [
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| 161 |
+
"ืืช"
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| 162 |
+
],
|
| 163 |
+
"lex": "ืืช",
|
| 164 |
+
"morph": {
|
| 165 |
+
"token": "ืืช",
|
| 166 |
+
"pos": "ADP",
|
| 167 |
+
"feats": {},
|
| 168 |
+
"prefixes": [],
|
| 169 |
+
"suffix": false
|
| 170 |
+
}
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"token": "ืืืืืืื",
|
| 174 |
+
"syntax": {
|
| 175 |
+
"word": "ืืืืืืื",
|
| 176 |
+
"dep_head_idx": 2,
|
| 177 |
+
"dep_func": "obj",
|
| 178 |
+
"dep_head": "ืืฉืืื"
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| 179 |
+
},
|
| 180 |
+
"seg": [
|
| 181 |
+
"ืืืืืืื"
|
| 182 |
+
],
|
| 183 |
+
"lex": "ืืืืื",
|
| 184 |
+
"morph": {
|
| 185 |
+
"token": "ืืืืืืื",
|
| 186 |
+
"pos": "NOUN",
|
| 187 |
+
"feats": {
|
| 188 |
+
"Gender": "Masc",
|
| 189 |
+
"Number": "Plur"
|
| 190 |
+
},
|
| 191 |
+
"prefixes": [],
|
| 192 |
+
"suffix": "PRON",
|
| 193 |
+
"suffix_feats": {
|
| 194 |
+
"Gender": "Masc",
|
| 195 |
+
"Number": "Sing",
|
| 196 |
+
"Person": "3"
|
| 197 |
+
}
|
| 198 |
+
}
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"token": "ืืคืืกืื",
|
| 202 |
+
"syntax": {
|
| 203 |
+
"word": "ืืคืืกืื",
|
| 204 |
+
"dep_head_idx": 6,
|
| 205 |
+
"dep_func": "nmod",
|
| 206 |
+
"dep_head": "ืืืืืืื"
|
| 207 |
+
},
|
| 208 |
+
"seg": [
|
| 209 |
+
"ื",
|
| 210 |
+
"ืคืืกืื"
|
| 211 |
+
],
|
| 212 |
+
"lex": "ืคืืกืื",
|
| 213 |
+
"morph": {
|
| 214 |
+
"token": "ืืคืืกืื",
|
| 215 |
+
"pos": "NOUN",
|
| 216 |
+
"feats": {
|
| 217 |
+
"Gender": "Masc",
|
| 218 |
+
"Number": "Sing"
|
| 219 |
+
},
|
| 220 |
+
"prefixes": [
|
| 221 |
+
"ADP"
|
| 222 |
+
],
|
| 223 |
+
"suffix": false
|
| 224 |
+
}
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"token": "ืืชืืช",
|
| 228 |
+
"syntax": {
|
| 229 |
+
"word": "ืืชืืช",
|
| 230 |
+
"dep_head_idx": 7,
|
| 231 |
+
"dep_func": "compound",
|
| 232 |
+
"dep_head": "ืืคืืกืื"
|
| 233 |
+
},
|
| 234 |
+
"seg": [
|
| 235 |
+
"ืืชืืช"
|
| 236 |
+
],
|
| 237 |
+
"lex": "ืืชืืช",
|
| 238 |
+
"morph": {
|
| 239 |
+
"token": "ืืชืืช",
|
| 240 |
+
"pos": "NOUN",
|
| 241 |
+
"feats": {
|
| 242 |
+
"Gender": "Fem",
|
| 243 |
+
"Number": "Sing"
|
| 244 |
+
},
|
| 245 |
+
"prefixes": [],
|
| 246 |
+
"suffix": false
|
| 247 |
+
}
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"token": "ืืืชืืืืืช",
|
| 251 |
+
"syntax": {
|
| 252 |
+
"word": "ืืืชืืืืืช",
|
| 253 |
+
"dep_head_idx": 7,
|
| 254 |
+
"dep_func": "conj",
|
| 255 |
+
"dep_head": "ืืคืืกืื"
|
| 256 |
+
},
|
| 257 |
+
"seg": [
|
| 258 |
+
"ืื",
|
| 259 |
+
"ืชืืืืืช"
|
| 260 |
+
],
|
| 261 |
+
"lex": "ืชืืืื",
|
| 262 |
+
"morph": {
|
| 263 |
+
"token": "ืืืชืืืืืช",
|
| 264 |
+
"pos": "NOUN",
|
| 265 |
+
"feats": {
|
| 266 |
+
"Gender": "Fem",
|
| 267 |
+
"Number": "Plur"
|
| 268 |
+
},
|
| 269 |
+
"prefixes": [
|
| 270 |
+
"CCONJ",
|
| 271 |
+
"ADP"
|
| 272 |
+
],
|
| 273 |
+
"suffix": false
|
| 274 |
+
}
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"token": "ืืืื ืืช",
|
| 278 |
+
"syntax": {
|
| 279 |
+
"word": "ืืืื ืืช",
|
| 280 |
+
"dep_head_idx": 9,
|
| 281 |
+
"dep_func": "compound",
|
| 282 |
+
"dep_head": "ืืืชืืืืืช"
|
| 283 |
+
},
|
| 284 |
+
"seg": [
|
| 285 |
+
"ื",
|
| 286 |
+
"ืืื ืืช"
|
| 287 |
+
],
|
| 288 |
+
"lex": "ืืืื ืืช",
|
| 289 |
+
"morph": {
|
| 290 |
+
"token": "ืืืื ืืช",
|
| 291 |
+
"pos": "NOUN",
|
| 292 |
+
"feats": {
|
| 293 |
+
"Gender": "Fem",
|
| 294 |
+
"Number": "Sing"
|
| 295 |
+
},
|
| 296 |
+
"prefixes": [
|
| 297 |
+
"DET"
|
| 298 |
+
],
|
| 299 |
+
"suffix": false
|
| 300 |
+
}
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"token": "ืืืื",
|
| 304 |
+
"syntax": {
|
| 305 |
+
"word": "ืืืื",
|
| 306 |
+
"dep_head_idx": 2,
|
| 307 |
+
"dep_func": "conj",
|
| 308 |
+
"dep_head": "ืืฉืืื"
|
| 309 |
+
},
|
| 310 |
+
"seg": [
|
| 311 |
+
"ื",
|
| 312 |
+
"ืืื"
|
| 313 |
+
],
|
| 314 |
+
"lex": "ืืื",
|
| 315 |
+
"morph": {
|
| 316 |
+
"token": "ืืืื",
|
| 317 |
+
"pos": "VERB",
|
| 318 |
+
"feats": {
|
| 319 |
+
"Gender": "Masc",
|
| 320 |
+
"Number": "Sing",
|
| 321 |
+
"Person": "3",
|
| 322 |
+
"Tense": "Past"
|
| 323 |
+
},
|
| 324 |
+
"prefixes": [
|
| 325 |
+
"CCONJ"
|
| 326 |
+
],
|
| 327 |
+
"suffix": false
|
| 328 |
+
}
|
| 329 |
+
},
|
| 330 |
+
{
|
| 331 |
+
"token": "ืืคืจืกื",
|
| 332 |
+
"syntax": {
|
| 333 |
+
"word": "ืืคืจืกื",
|
| 334 |
+
"dep_head_idx": 11,
|
| 335 |
+
"dep_func": "xcomp",
|
| 336 |
+
"dep_head": "ืืืื"
|
| 337 |
+
},
|
| 338 |
+
"seg": [
|
| 339 |
+
"ืืคืจืกื"
|
| 340 |
+
],
|
| 341 |
+
"lex": "ืคืจืกื",
|
| 342 |
+
"morph": {
|
| 343 |
+
"token": "ืืคืจืกื",
|
| 344 |
+
"pos": "VERB",
|
| 345 |
+
"feats": {},
|
| 346 |
+
"prefixes": [],
|
| 347 |
+
"suffix": false
|
| 348 |
+
}
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"token": "ืืืืจืื",
|
| 352 |
+
"syntax": {
|
| 353 |
+
"word": "ืืืืจืื",
|
| 354 |
+
"dep_head_idx": 12,
|
| 355 |
+
"dep_func": "obj",
|
| 356 |
+
"dep_head": "ืืคืจืกื"
|
| 357 |
+
},
|
| 358 |
+
"seg": [
|
| 359 |
+
"ืืืืจืื"
|
| 360 |
+
],
|
| 361 |
+
"lex": "ืืืืจ",
|
| 362 |
+
"morph": {
|
| 363 |
+
"token": "ืืืืจืื",
|
| 364 |
+
"pos": "NOUN",
|
| 365 |
+
"feats": {
|
| 366 |
+
"Gender": "Masc",
|
| 367 |
+
"Number": "Plur"
|
| 368 |
+
},
|
| 369 |
+
"prefixes": [],
|
| 370 |
+
"suffix": false
|
| 371 |
+
}
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"token": "ืืืืืจืืกืืืื",
|
| 375 |
+
"syntax": {
|
| 376 |
+
"word": "ืืืืืจืืกืืืื",
|
| 377 |
+
"dep_head_idx": 13,
|
| 378 |
+
"dep_func": "amod",
|
| 379 |
+
"dep_head": "ืืืืจืื"
|
| 380 |
+
},
|
| 381 |
+
"seg": [
|
| 382 |
+
"ืืืืืจืืกืืืื"
|
| 383 |
+
],
|
| 384 |
+
"lex": "ืืืืืจืืกืื",
|
| 385 |
+
"morph": {
|
| 386 |
+
"token": "ืืืืืจืืกืืืื",
|
| 387 |
+
"pos": "ADJ",
|
| 388 |
+
"feats": {
|
| 389 |
+
"Gender": "Masc",
|
| 390 |
+
"Number": "Plur"
|
| 391 |
+
},
|
| 392 |
+
"prefixes": [],
|
| 393 |
+
"suffix": false
|
| 394 |
+
}
|
| 395 |
+
}
|
| 396 |
+
],
|
| 397 |
+
"root_idx": 2,
|
| 398 |
+
"ner_entities": [
|
| 399 |
+
{
|
| 400 |
+
"phrase": "1948",
|
| 401 |
+
"label": "TIMEX"
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"phrase": "ืืคืจืื ืงืืฉืื",
|
| 405 |
+
"label": "PER"
|
| 406 |
+
}
|
| 407 |
+
]
|
| 408 |
+
}
|
| 409 |
+
]
|
| 410 |
```
|
| 411 |
|
| 412 |
|